2711 search results - page 1 / 543 » Convergence of the Wake-Sleep Algorithm |
NIPS
1998
13 years 6 months ago
1998
The W-S (Wake-Sleep) algorithm is a simple learning rule for the models with hidden variables. It is shown that this algorithm can be applied to a factor analysis model which is a...
TIT
2010
12 years 11 months ago
2010
The Arimoto
CDC
2010
IEEE
12 years 11 months ago
2010
IEEE
The asymptotic behavior of stochastic gradient algorithms is studied. Relying on some results of differential geometry (Lojasiewicz gradient inequality), the almost sure pointconve...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
— We present an ant model that solves a discrete foraging problem. We describe simulations and provide a complete convergence analysis: we show that the ant population computes t...
ATAL
2007
Springer
13 years 11 months ago
2007
Springer
We present a simple ant model that solves a discrete foraging problem. We describe simulations and provide a complete convergence analysis: we show that the ant population compute...